Scalable Quantum Machine Learning via Multi-layer Fully-Connected Variational Quantum Circuits

Howard Su, Chen-Yu Liu, Samuel Yen-Chi Chen +2

Variational Quantum Circuits (VQC) are promising models for quantum machine learning, but standard monolithic architectures face an expressivity--trainability dilemma: small circui…